Welcome!
Nano-scale transistors fill warehouse-scale supercomputers, yet their performance still constrains development of the jets that defend us, the medical therapies our lives depend upon, and the energy sources that will power our generation into the next.
We’re the Computational Physics Group at Georgia Tech. We develop computational models and numerical methods for these applications. Our methods buttress algorithms crafted for efficient use of the latest supercomputers and their architectures. We develop open-source software for these methods that scales to the world’s largest supercomputers.
In August 2025 our group conducted the largest-ever CFD simulation at 200T grid points (1 quadrillion degrees of freedom) on OLCF Frontier and LLNL El Capitan without loss of accuracy. This work is a 2025 Gordon Bell Prize finalist.
Check out our papers to learn more.
Openings? Visit this page if you’re interested in joining our group.
Examples of our work
Multiphase flow problems at the core of biological, energy, naval, and aerodynamic problems. We developed an implementation of the IGR technique with Florian Schäfer for simulating these flows. In August 2025 we set the record for the largest CFD simulation at 1 quadrillion degrees of freedom (200T grid points) for simulating these phenomena, using the entire OLCF Frontier system. MFC, an open-source solver we maintain, demonstrates such scale-resolving simulation of a multi-rocket-booster configuration above (viz. via Ph.D. student Ben Wilfong).
The spectral boundary integral method leads to high-fidelity prediction and analysis of blood cells transitioning to chaos in a microfluidic device. This method of simulation provides resolution of strong cell membrane deformation with scant computational resources. We developed a stochastic model for the cell-scale flow, enabling microfluidic device design and improving treatment outcomes. The video above shows a microaneurysm (viz. via student Suzan Manasreh).
News
October 25, 2025 Spencer published a paper in Computers and Fluids. It presents a scheme that can integrate for the moments of radial bubble dynamics with time-independent spectral accuracy.
October 21, 2025 Group Ph.D. student Haocheng Yu leads work that now appears on arXiv. Collaboration with Profs. L. Sankar and K. Ahuja in AE. The work focuses on high amplitude sound through good but still imperfect ear plugs, and the physical mechanisms that maintain them.
October 20, 2025 NCSA has written a piece on the group and our collaborator’s work towards the Gordon Bell Prize and its use of the Grace Hopper architecture. Find it here.
October 16, 2025 Spencer presents our work, Symbolic Computational Representations of Combustion Thermochemistry, at the 2025 International Conference on Numerical Combustion in Rome, Italy. Part of a collaboration with Prof. Esteban Cisneros-Garibay at the University of Tennessee Space Institute; the work is also conducted by CSE Ph.D. student Dimitrios Adam and (nominally) Spencer. We achieve near-peak compute performance on diverse accelerators for diverse flavors of chemical reactions via optimal symbolic traversal of the computational graph.
October 7, 2025 Spencer is a select speaker at the OAC Summit today.
September 30, 2025 Oak Ridge National Laboratory publishes news on our Gordon Bell finalist effort simulating many-rocket exhaust at high Mach, exceeding 1 quadrillion degrees of freedom.
September 30, 2025 Postdoc Dr. Tianyi Chi and Ph.D. student Ben Wilfong lead published work that now appears in Phys. Rev. Fluids. They discover a new hydrodynamic instability at the confluence of Faraday and Rayleigh-Taylor modes, which we demonstrate in numerical experiments and linear Floquet theory. Shout out to collaborators Tim Koehler and Ryan McMullen at Sandia for the collaboration.
September 29, 2025 Collaborative work on representing transient and melting heat transfer on quantum devices appears on arXiv. Ph.D. student contributors include Chris Jawetz (ME) and Jack Song (Physics).
September 26, 2025 I’m at the Courant Institute today, giving their Computational Math and Scientific Computing seminar, discussing the regularization of the Navier-Stokes and its optimized implementation. The work is partially reported in our Gordon Bell Prize manuscript. Thanks to Florian Schäfer, Georg Stadler, and Benjamin Peherstorfer for the invite and hosting me!
September 17, 2025 Ph.D. students Ben Wilfong and Anand Radhakrishnan, along with group undergrad Tanush Prathi, lead work accepted to the SC25 workshop HPCTESTS. The workshop focuses on state-of-the-art HPC system testing methodologies, tools, benchmarks, procedures, and best practices. We use MFC to conduct these tests and pull out compiler bugs, performance regressions, and even repeatable driver failures on new flagship systems.
